BUCHI NIRCal User Manual
Page 153

Chemometrics
NIRCal 5.5 Manual, Version A
153
Result of the calculation
Row
Name
Description
59
Blow Up Parameter
Title
60
Residual Blow Up
Factor for residual limit calculation (default: 2)
61
Score Blow Up
Factor for score limit calculation (default: 1.05)
63
Max C-Set Spectra Residual
Highest value of the C-Set residuals
64
Max Allowed Residual for
Calibration
Residual limit of the calibration for the application (max.* 2)
Q-Value protocol
67
Q-Value V5
Q-Value of the calibration according version 5. The higher
the Q-Value the best the calibration.
68
Validation Method
Selected Validation method: Validation Set or Cross
Validation
70
C-Set Residual too big*
Number of C-Set spectra with too high residual = rejection of
known (theoretically: 0 but always tested!)
71
V-Set Residual too big*
Number of V-Set spectra with too high residual = rejection of
unknown (should be zero)
73
Num Properties
Number of properties in the calibration (should be always 1
for the application)
74
Rel. Consistency*
The C- and V-Set should have similar low standard error of
prediction (BIAS corrected):
Abs(SEC-SEP)/(Abs(SEP)+1). Should be close to 0
75
Weighted BIAS*
The absolute V-Set BIAS should be as close to zero as
possible:
Abs(Vset-BIAS)/Abs(Range)
76
Validity*
The V-Set regression coefficient should be near to 1:
1-VsetRegr. Validity should be close to 0
77
Comparability*
C- and V-Set should have similar high regression coefficient
of prediction:
Abs(CsetRegr-VsetRegr). Comparability should be close to 0
78
Precision*
V-Set standard error of prediction (BIAS corrected) should be
low:
SEP/Abs (Range)
79
Weighted Accuracy*
V-Set residual sum of squares=RSS should be low (not BIAS
corrected):
Abs(Sum((Orig-Predicted)^2)/Abs (Range)
* used with different weighting values.